Deep Learning | Long Short Term Memory (LSTM)

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  • Опубликовано: 12 июл 2024
  • In this video, we will understand Long Short-Term Memory (LSTM) in Deep Learning. LSTMs Long short-term memory (LSTM) is an artificial neural network used in the fields of artificial intelligence and deep learning. Unlike standard feedforward neural networks, LSTM has feedback connections. Such a recurrent neural network (RNN) can process not only single data points (such as images) but also entire sequences of data (such as speech or video). For example, LSTM is applicable to tasks such as unsegmented, connected handwriting recognition, speech recognition, machine translation, robot control, video games, and healthcare. #deeplearning #lstm #datascience
    Source: colah.github.io/posts/2015-08...
    Chapters:
    00:00 - Geometrical intuitions to LSTM
    08:44 - Forget Gate
    12:22 - Input Gate
    15:42 - Output Gate
    17:15 - Conclusion about LSTM
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